{"id":"W4315640589","doi":"10.1111/cob.12578","title":"Treating obesity as a chronic disease in Canada: We are not there yet","year":2023,"lang":"en","type":"letter","venue":"Clinical Obesity","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Medical Clinic","funders":"Bausch Health","keywords":"Medicine; Obesity; Disease; Chronic disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006400145,0.0006388422,0.001827342,0.0001365598,0.0001890043,0.00001757078,0.0004144765,0.001126754,0.0008789557],"category_scores_gemma":[0.001095016,0.0005509219,0.0006000345,0.0003045125,0.0002281008,0.00005757975,0.000290615,0.004611489,0.00122171],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003580781,"about_ca_system_score_gemma":0.008743701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3532745,"about_ca_topic_score_gemma":0.670894,"domain_scores_codex":[0.995347,0.0007174183,0.001137047,0.001205432,0.0006519692,0.0009411023],"domain_scores_gemma":[0.9954708,0.002392276,0.0004852249,0.0009201159,0.0001014431,0.0006301366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002236338,0.0005744445,0.5194734,0.0005178553,0.0002633322,0.03299931,0.0000133155,0.000004592344,9.904993e-7,0.00000244341,0.4453118,0.000614917],"study_design_scores_gemma":[0.003074009,0.0002799398,0.8770685,0.001297581,0.001024727,0.00001717717,0.00001982794,0.0001425638,0.00002637592,0.0001947353,0.1164032,0.0004513713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6264142,0.001085845,7.025608e-7,0.3696424,0.001260416,0.0008257871,0.0002859216,0.0001307178,0.0003539686],"genre_scores_gemma":[0.5100732,0.002285481,0.00002273978,0.4669328,0.005008118,0.0001263948,0.0006782942,0.000119065,0.0147539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575951,"threshold_uncertainty_score":0.9996942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07732662940357773,"score_gpt":0.3781989698153826,"score_spread":0.3008723404118049,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}